Fintech operator → AI engineer
I build AI agents that do real operational work.
I ran risk and credit at a major brokerage for 13 years: the job was to find what breaks before it does, and protect the people on the other side of every account. Now I build agentic AI products end-to-end, asking the same two questions of everything I ship: what does this do on its worst day, and what does it do for the customer?
“Start with the customer experience and work backwards to the technology.”
Selected work
all projects →Isaac
LiveAn AI coaching app with a soul: eight personality archetypes, a five-layer memory that self-updates after every conversation, and proactive daily check-ins. Built in React Native, shipped to TestFlight.
PRAXIS
LiveA gamified, industry-generic way to actually practice product management. A structured path of bite-sized PM drills plus a simulation that teaches itself. Runs in the browser, no signup.
Recent writing
all writing →- May 2026
What a risk desk taught me about evaluating AI agents
The failure modes that matter aren't in the demo. They're in the long tail nobody scripted. A risk operator's lens on shipping agents.
- Apr 2026
Book notes: The Laws of Human Nature
What Robert Greene gets right about first impressions and the halo effect, and how it shows up when you build products people judge in seconds.